{"id":"W4389109829","doi":"10.5539/cis.v16n4p47","title":"Malware Investigation and Analysis for Cyber Threat Intelligence: A Case Study of Flubot Malware","year":2023,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malware; Exploit; Computer science; Cryptovirology; Computer security; Android (operating system); Hacker; Android malware; Mobile malware; Cyber-attack; Popularity; Cyber threats; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007332967,0.0001153754,0.0001790028,0.001199225,0.0003553194,0.0002897595,0.0003747673,0.00003501366,0.000001232297],"category_scores_gemma":[0.00006396798,0.0001033692,0.00003317084,0.004092215,0.0002086067,0.00650967,0.0004556872,0.00006051581,0.000002506275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002583085,"about_ca_system_score_gemma":0.00004783085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004571773,"about_ca_topic_score_gemma":0.00001044974,"domain_scores_codex":[0.9987815,0.00002249475,0.0004008491,0.0002882392,0.000319531,0.000187397],"domain_scores_gemma":[0.9987757,0.0001170597,0.0001848468,0.0003540567,0.0004629059,0.0001054736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001498591,0.00005859438,0.02524409,0.0001623078,0.0000797894,0.0000279599,0.04766118,0.01151699,0.0001963755,0.01633145,0.0001858598,0.8985204],"study_design_scores_gemma":[0.0002584494,0.0005497602,0.03474402,0.00001753182,0.00003169123,0.0002040044,0.002594681,0.9553933,0.003589716,0.002187472,0.0002050212,0.0002243437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3641381,0.000005701484,0.635214,0.00004911838,0.00007276942,0.0003223407,0.00000420586,0.0001775486,0.00001626449],"genre_scores_gemma":[0.9150578,0.00001773191,0.08472007,0.0001265593,0.0000112277,0.00005296771,0.000004636549,0.000002300658,0.000006660697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9438763,"threshold_uncertainty_score":0.4719353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03509295722799343,"score_gpt":0.3107684512511566,"score_spread":0.2756754940231632,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}